{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "fpath = (R\"C:\\Users\\YC111\\Documents\\Tencent Files\\651328504\\FileRecv\\data\\data\\movie-country.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df  = pd.read_csv(fpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Unnamed: 0        int64\n",
       "id              float64\n",
       "average         float64\n",
       "country          object\n",
       "genre            object\n",
       "language         object\n",
       "release_date     object\n",
       "title            object\n",
       "votes           float64\n",
       "产地               object\n",
       "dtype: object"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>id</th>\n",
       "      <th>average</th>\n",
       "      <th>country</th>\n",
       "      <th>genre</th>\n",
       "      <th>language</th>\n",
       "      <th>release_date</th>\n",
       "      <th>title</th>\n",
       "      <th>votes</th>\n",
       "      <th>产地</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.7</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '犯罪']</td>\n",
       "      <td>英语</td>\n",
       "      <td>1994-09-10</td>\n",
       "      <td>肖申克的救赎 The Shawshank Redemption</td>\n",
       "      <td>2083437</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "      <td>9.2</td>\n",
       "      <td>美国</td>\n",
       "      <td>['喜剧', '动画', '冒险']</td>\n",
       "      <td>英语 / 挪威语</td>\n",
       "      <td>2016-03-04</td>\n",
       "      <td>疯狂动物城 Zootopia</td>\n",
       "      <td>1321807</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>2.0</td>\n",
       "      <td>9.5</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '爱情']</td>\n",
       "      <td>英语</td>\n",
       "      <td>1994-06-23</td>\n",
       "      <td>阿甘正传 Forrest Gump</td>\n",
       "      <td>1573820</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>3.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['剧情', '喜剧']</td>\n",
       "      <td>汉语普通话 / 英语 / 上海话 / 印地语</td>\n",
       "      <td>2018-07-05</td>\n",
       "      <td>我不是药神</td>\n",
       "      <td>1529042</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.4</td>\n",
       "      <td>日本</td>\n",
       "      <td>['剧情', '动画', '奇幻']</td>\n",
       "      <td>日语</td>\n",
       "      <td>2019-06-21</td>\n",
       "      <td>千与千寻 千と千尋の神隠し</td>\n",
       "      <td>1636148</td>\n",
       "      <td>日本</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>5.0</td>\n",
       "      <td>8.9</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '喜剧', '传记']</td>\n",
       "      <td>英语 / 意大利语 / 俄语 / 德语</td>\n",
       "      <td>2019-03-01</td>\n",
       "      <td>绿皮书 Green Book</td>\n",
       "      <td>1109388</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>6.0</td>\n",
       "      <td>9.4</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '爱情', '灾难']</td>\n",
       "      <td>英语 / 意大利语 / 德语 / 俄语</td>\n",
       "      <td>1998-04-03</td>\n",
       "      <td>泰坦尼克号 Titanic</td>\n",
       "      <td>1527182</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>7.0</td>\n",
       "      <td>8.5</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['剧情', '喜剧', '动画', '奇幻']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2019-07-26</td>\n",
       "      <td>哪吒之魔童降世</td>\n",
       "      <td>1455810</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>8.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>美国</td>\n",
       "      <td>['喜剧', '动画', '音乐', '奇幻']</td>\n",
       "      <td>英语 / 西班牙语</td>\n",
       "      <td>2017-11-24</td>\n",
       "      <td>寻梦环游记 Coco</td>\n",
       "      <td>1103020</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>9.0</td>\n",
       "      <td>8.3</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['剧情', '爱情', '犯罪']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2019-10-25</td>\n",
       "      <td>少年的你</td>\n",
       "      <td>1088622</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>10.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>印度</td>\n",
       "      <td>['剧情', '家庭', '传记', '运动']</td>\n",
       "      <td>印地语</td>\n",
       "      <td>2017-05-05</td>\n",
       "      <td>摔跤吧！爸爸 Dangal</td>\n",
       "      <td>1144149</td>\n",
       "      <td>印度</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>11.0</td>\n",
       "      <td>9.4</td>\n",
       "      <td>法国 / 美国</td>\n",
       "      <td>['剧情', '动作', '犯罪']</td>\n",
       "      <td>英语 / 意大利语 / 法语</td>\n",
       "      <td>1994-09-14</td>\n",
       "      <td>这个杀手不太冷 Léon</td>\n",
       "      <td>1764129</td>\n",
       "      <td>法国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>12.0</td>\n",
       "      <td>9.6</td>\n",
       "      <td>中国大陆 / 中国香港</td>\n",
       "      <td>['剧情', '爱情', '同性']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>1993-01-01</td>\n",
       "      <td>霸王别姬</td>\n",
       "      <td>1545027</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>13.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '喜剧', '爱情']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2010-07-26</td>\n",
       "      <td>怦然心动 Flipped</td>\n",
       "      <td>1301037</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>14.0</td>\n",
       "      <td>9.2</td>\n",
       "      <td>印度</td>\n",
       "      <td>['剧情', '喜剧', '爱情', '歌舞']</td>\n",
       "      <td>印地语 / 乌尔都语 / 英语</td>\n",
       "      <td>2011-12-08</td>\n",
       "      <td>三傻大闹宝莱坞 3 Idiots</td>\n",
       "      <td>1394830</td>\n",
       "      <td>印度</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>15.0</td>\n",
       "      <td>8.4</td>\n",
       "      <td>日本</td>\n",
       "      <td>['剧情', '爱情', '动画']</td>\n",
       "      <td>日语</td>\n",
       "      <td>2016-12-02</td>\n",
       "      <td>你的名字。 君の名は。</td>\n",
       "      <td>1004620</td>\n",
       "      <td>日本</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>16.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>美国 / 英国</td>\n",
       "      <td>['剧情', '科幻', '悬疑', '冒险']</td>\n",
       "      <td>英语 / 日语 / 法语</td>\n",
       "      <td>2010-09-01</td>\n",
       "      <td>盗梦空间 Inception</td>\n",
       "      <td>1502607</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>17.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '科幻']</td>\n",
       "      <td>英语</td>\n",
       "      <td>1998-06-05</td>\n",
       "      <td>楚门的世界 The Truman Show</td>\n",
       "      <td>1125857</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.9</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['科幻', '冒险', '灾难']</td>\n",
       "      <td>汉语普通话 / 英语 / 俄语 / 法语 / 日语 / 韩语 / 印尼语</td>\n",
       "      <td>2019-02-05</td>\n",
       "      <td>流浪地球</td>\n",
       "      <td>1550959</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>19.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>意大利</td>\n",
       "      <td>['剧情', '音乐']</td>\n",
       "      <td>英语 / 法语 / 意大利语</td>\n",
       "      <td>2019-11-15</td>\n",
       "      <td>海上钢琴师 La leggenda del pianista sull'oceano</td>\n",
       "      <td>1253150</td>\n",
       "      <td>意大利</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>20.0</td>\n",
       "      <td>8.8</td>\n",
       "      <td>中国大陆 / 中国香港</td>\n",
       "      <td>['剧情', '喜剧', '动作', '西部']</td>\n",
       "      <td>汉语普通话 / 四川话 / 山西话</td>\n",
       "      <td>2010-12-16</td>\n",
       "      <td>让子弹飞</td>\n",
       "      <td>1174344</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>21.0</td>\n",
       "      <td>7.7</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['剧情']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2019-09-30</td>\n",
       "      <td>我和我的祖国</td>\n",
       "      <td>756660</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>22.0</td>\n",
       "      <td>9.2</td>\n",
       "      <td>中国香港 / 中国大陆</td>\n",
       "      <td>['喜剧', '爱情', '奇幻', '古装']</td>\n",
       "      <td>粤语 / 汉语普通话</td>\n",
       "      <td>1995-02-04</td>\n",
       "      <td>大话西游之大圣娶亲 西遊記大結局之仙履奇緣</td>\n",
       "      <td>1103600</td>\n",
       "      <td>中国香港</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>23.0</td>\n",
       "      <td>8.5</td>\n",
       "      <td>韩国</td>\n",
       "      <td>['动作', '惊悚', '灾难']</td>\n",
       "      <td>韩语</td>\n",
       "      <td>2016-05-13</td>\n",
       "      <td>釜山行 부산행</td>\n",
       "      <td>826213</td>\n",
       "      <td>韩国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>24.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '家庭', '传记']</td>\n",
       "      <td>英语 / 粤语</td>\n",
       "      <td>2008-01-17</td>\n",
       "      <td>当幸福来敲门 The Pursuit of Happyness</td>\n",
       "      <td>1115251</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>25.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>美国 / 英国 / 加拿大 / 冰岛</td>\n",
       "      <td>['剧情', '科幻', '冒险']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2014-11-12</td>\n",
       "      <td>星际穿越 Interstellar</td>\n",
       "      <td>1125867</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>26.0</td>\n",
       "      <td>9.2</td>\n",
       "      <td>日本</td>\n",
       "      <td>['动画', '奇幻', '冒险']</td>\n",
       "      <td>日语</td>\n",
       "      <td>2018-12-14</td>\n",
       "      <td>龙猫 となりのトトロ</td>\n",
       "      <td>932245</td>\n",
       "      <td>日本</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>27.0</td>\n",
       "      <td>8.7</td>\n",
       "      <td>韩国</td>\n",
       "      <td>['剧情', '喜剧']</td>\n",
       "      <td>韩语 / 英语</td>\n",
       "      <td>2019-05-21</td>\n",
       "      <td>寄生虫 기생충</td>\n",
       "      <td>989787</td>\n",
       "      <td>韩国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>28.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>黎巴嫩 / 法国 / 美国</td>\n",
       "      <td>['剧情']</td>\n",
       "      <td>阿拉伯语 / 阿姆哈拉语</td>\n",
       "      <td>2019-04-29</td>\n",
       "      <td>何以为家 كفرناحوم</td>\n",
       "      <td>680954</td>\n",
       "      <td>黎巴嫩</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>29.0</td>\n",
       "      <td>9.4</td>\n",
       "      <td>美国 / 英国</td>\n",
       "      <td>['剧情']</td>\n",
       "      <td>英语 / 日语</td>\n",
       "      <td>2009-06-13</td>\n",
       "      <td>忠犬八公的故事 Hachi: A Dog's Tale</td>\n",
       "      <td>1045718</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>30.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '喜剧', '动画', '冒险']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2009-08-04</td>\n",
       "      <td>飞屋环游记 Up</td>\n",
       "      <td>977714</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>8.7</td>\n",
       "      <td>美国</td>\n",
       "      <td>['动作', '科幻', '冒险']</td>\n",
       "      <td>英语 / 日语 / 汉语普通话</td>\n",
       "      <td>2018-03-30</td>\n",
       "      <td>头号玩家 Ready Player One</td>\n",
       "      <td>1030529</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>32.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>中国香港 / 中国大陆</td>\n",
       "      <td>['喜剧', '爱情', '奇幻', '古装']</td>\n",
       "      <td>粤语 / 汉语普通话</td>\n",
       "      <td>1995-01-21</td>\n",
       "      <td>大话西游之月光宝盒 西遊記第壹佰零壹回之月光寶盒</td>\n",
       "      <td>882986</td>\n",
       "      <td>中国香港</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>33.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>法国 / 瑞士 / 德国</td>\n",
       "      <td>['剧情', '音乐']</td>\n",
       "      <td>法语</td>\n",
       "      <td>2004-10-16</td>\n",
       "      <td>放牛班的春天 Les choristes</td>\n",
       "      <td>970367</td>\n",
       "      <td>法国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>34.0</td>\n",
       "      <td>8.3</td>\n",
       "      <td>印度</td>\n",
       "      <td>['喜剧', '悬疑', '惊悚', '犯罪']</td>\n",
       "      <td>印地语 / 英语</td>\n",
       "      <td>2019-04-03</td>\n",
       "      <td>调音师 Andhadhun</td>\n",
       "      <td>689604</td>\n",
       "      <td>印度</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>35.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>美国 / 加拿大</td>\n",
       "      <td>['剧情', '传记', '犯罪']</td>\n",
       "      <td>英语 / 法语</td>\n",
       "      <td>2003-04-11</td>\n",
       "      <td>猫鼠游戏 Catch Me If You Can</td>\n",
       "      <td>591339</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>36.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>美国</td>\n",
       "      <td>['科幻', '动画', '冒险']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2008-06-27</td>\n",
       "      <td>机器人总动员 WALL·E</td>\n",
       "      <td>988477</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>37.0</td>\n",
       "      <td>8.6</td>\n",
       "      <td>中国香港</td>\n",
       "      <td>['喜剧', '爱情', '古装']</td>\n",
       "      <td>粤语</td>\n",
       "      <td>1993-07-01</td>\n",
       "      <td>唐伯虎点秋香 唐伯虎點秋香</td>\n",
       "      <td>742723</td>\n",
       "      <td>中国香港</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>38.0</td>\n",
       "      <td>8.2</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '喜剧', '悬疑', '犯罪']</td>\n",
       "      <td>英语 / 西班牙语</td>\n",
       "      <td>2019-11-29</td>\n",
       "      <td>利刃出鞘 Knives Out</td>\n",
       "      <td>540092</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>39.0</td>\n",
       "      <td>7.1</td>\n",
       "      <td>日本</td>\n",
       "      <td>['爱情', '动画', '奇幻']</td>\n",
       "      <td>日语</td>\n",
       "      <td>2019-11-01</td>\n",
       "      <td>天气之子 天気の子</td>\n",
       "      <td>205210</td>\n",
       "      <td>日本</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>40.0</td>\n",
       "      <td>9.2</td>\n",
       "      <td>中国香港</td>\n",
       "      <td>['剧情', '悬疑', '犯罪']</td>\n",
       "      <td>粤语</td>\n",
       "      <td>2002-12-12</td>\n",
       "      <td>无间道 無間道</td>\n",
       "      <td>900788</td>\n",
       "      <td>中国香港</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>41</td>\n",
       "      <td>41.0</td>\n",
       "      <td>9.5</td>\n",
       "      <td>意大利</td>\n",
       "      <td>['剧情', '喜剧', '爱情', '战争']</td>\n",
       "      <td>意大利语 / 德语 / 英语</td>\n",
       "      <td>2020-01-03</td>\n",
       "      <td>美丽人生 La vita è bella</td>\n",
       "      <td>985715</td>\n",
       "      <td>意大利</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42</td>\n",
       "      <td>42.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>美国 / 英国</td>\n",
       "      <td>['奇幻', '冒险']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2002-01-26</td>\n",
       "      <td>哈利·波特与魔法石 Harry Potter and the Sorcerer's Stone</td>\n",
       "      <td>687818</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>43</td>\n",
       "      <td>43.0</td>\n",
       "      <td>8.8</td>\n",
       "      <td>西班牙</td>\n",
       "      <td>['剧情', '悬疑', '惊悚', '犯罪']</td>\n",
       "      <td>西班牙语</td>\n",
       "      <td>2017-09-15</td>\n",
       "      <td>看不见的客人 Contratiempo</td>\n",
       "      <td>853223</td>\n",
       "      <td>西班牙</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>44</td>\n",
       "      <td>44.0</td>\n",
       "      <td>6.6</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['喜剧']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2018-07-27</td>\n",
       "      <td>西虹市首富</td>\n",
       "      <td>794773</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>45</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8.6</td>\n",
       "      <td>中国大陆 / 中国香港</td>\n",
       "      <td>['喜剧', '动作', '犯罪', '奇幻']</td>\n",
       "      <td>粤语 / 汉语普通话 / 手语</td>\n",
       "      <td>2004-12-23</td>\n",
       "      <td>功夫</td>\n",
       "      <td>693383</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>46</td>\n",
       "      <td>46.0</td>\n",
       "      <td>8.7</td>\n",
       "      <td>美国 / 英国</td>\n",
       "      <td>['动作', '科幻', '冒险']</td>\n",
       "      <td>英语 / 西班牙语</td>\n",
       "      <td>2010-01-04</td>\n",
       "      <td>阿凡达 Avatar</td>\n",
       "      <td>968179</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>48</td>\n",
       "      <td>48.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>日本</td>\n",
       "      <td>['动画', '奇幻', '冒险']</td>\n",
       "      <td>日语</td>\n",
       "      <td>2004-09-05</td>\n",
       "      <td>哈尔的移动城堡 ハウルの動く城</td>\n",
       "      <td>715324</td>\n",
       "      <td>日本</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>49</td>\n",
       "      <td>49.0</td>\n",
       "      <td>6.7</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['喜剧', '动作', '悬疑']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2018-02-16</td>\n",
       "      <td>唐人街探案2</td>\n",
       "      <td>706605</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>50</td>\n",
       "      <td>50.0</td>\n",
       "      <td>6.5</td>\n",
       "      <td>韩国</td>\n",
       "      <td>['悬疑', '惊悚']</td>\n",
       "      <td>韩语</td>\n",
       "      <td>2020-06-04</td>\n",
       "      <td>侵入者 침입자</td>\n",
       "      <td>16087</td>\n",
       "      <td>韩国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>51</td>\n",
       "      <td>51.0</td>\n",
       "      <td>8.3</td>\n",
       "      <td>中国大陆 / 中国香港</td>\n",
       "      <td>['动作', '战争']</td>\n",
       "      <td>汉语普通话 / 阿拉伯语 / 英语 / 索马里语 / 粤语</td>\n",
       "      <td>2018-02-16</td>\n",
       "      <td>红海行动</td>\n",
       "      <td>822539</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>52</td>\n",
       "      <td>52.0</td>\n",
       "      <td>8.5</td>\n",
       "      <td>美国</td>\n",
       "      <td>['剧情', '动作', '科幻', '奇幻', '冒险']</td>\n",
       "      <td>英语 / 日语 / 科萨语</td>\n",
       "      <td>2019-04-24</td>\n",
       "      <td>复仇者联盟4：终局之战 Avengers: Endgame</td>\n",
       "      <td>856393</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>53</td>\n",
       "      <td>53.0</td>\n",
       "      <td>7.7</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['剧情', '悬疑', '犯罪']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2019-12-13</td>\n",
       "      <td>误杀</td>\n",
       "      <td>573080</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>54</td>\n",
       "      <td>54.0</td>\n",
       "      <td>8.7</td>\n",
       "      <td>美国 / 加拿大</td>\n",
       "      <td>['剧情', '惊悚', '犯罪']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2019-08-31</td>\n",
       "      <td>小丑 Joker</td>\n",
       "      <td>723747</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>55</td>\n",
       "      <td>55.0</td>\n",
       "      <td>7.7</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['喜剧', '爱情']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2015-09-30</td>\n",
       "      <td>夏洛特烦恼</td>\n",
       "      <td>675832</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>56</td>\n",
       "      <td>56.0</td>\n",
       "      <td>7.7</td>\n",
       "      <td>中国大陆</td>\n",
       "      <td>['喜剧', '爱情']</td>\n",
       "      <td>汉语普通话</td>\n",
       "      <td>2015-09-30</td>\n",
       "      <td>夏洛特烦恼</td>\n",
       "      <td>675832</td>\n",
       "      <td>中国大陆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>57</td>\n",
       "      <td>57.0</td>\n",
       "      <td>8.6</td>\n",
       "      <td>美国 / 法国</td>\n",
       "      <td>['喜剧', '动画', '冒险']</td>\n",
       "      <td>英语</td>\n",
       "      <td>2010-06-20</td>\n",
       "      <td>神偷奶爸 Despicable Me</td>\n",
       "      <td>716699</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>58</td>\n",
       "      <td>58.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>美国 / 中国台湾 / 英国 / 加拿大</td>\n",
       "      <td>['剧情', '奇幻', '冒险']</td>\n",
       "      <td>英语 / 泰米尔语 / 法语 / 日语 / 印地语 / 汉语普通话</td>\n",
       "      <td>2012-11-22</td>\n",
       "      <td>少年派的奇幻漂流 Life of Pi</td>\n",
       "      <td>1044292</td>\n",
       "      <td>美国</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Unnamed: 0    id  average                country  \\\n",
       "0            0   0.0      9.7                     美国   \n",
       "1            1   1.0      9.2                     美国   \n",
       "2            2   2.0      9.5                     美国   \n",
       "3            3   3.0      9.0                   中国大陆   \n",
       "4            4   4.0      9.4                     日本   \n",
       "5            5   5.0      8.9                     美国   \n",
       "6            6   6.0      9.4                     美国   \n",
       "7            7   7.0      8.5                   中国大陆   \n",
       "8            8   8.0      9.1                     美国   \n",
       "9            9   9.0      8.3                   中国大陆   \n",
       "10          10  10.0      9.0                     印度   \n",
       "11          11  11.0      9.4                法国 / 美国   \n",
       "12          12  12.0      9.6            中国大陆 / 中国香港   \n",
       "13          13  13.0      9.1                     美国   \n",
       "14          14  14.0      9.2                     印度   \n",
       "15          15  15.0      8.4                     日本   \n",
       "16          16  16.0      9.3                美国 / 英国   \n",
       "17          17  17.0      9.3                     美国   \n",
       "18          18  18.0      7.9                   中国大陆   \n",
       "19          19  19.0      9.3                    意大利   \n",
       "20          20  20.0      8.8            中国大陆 / 中国香港   \n",
       "21          21  21.0      7.7                   中国大陆   \n",
       "22          22  22.0      9.2            中国香港 / 中国大陆   \n",
       "23          23  23.0      8.5                     韩国   \n",
       "24          24  24.0      9.1                     美国   \n",
       "25          25  25.0      9.3     美国 / 英国 / 加拿大 / 冰岛   \n",
       "26          26  26.0      9.2                     日本   \n",
       "27          27  27.0      8.7                     韩国   \n",
       "28          28  28.0      9.1          黎巴嫩 / 法国 / 美国   \n",
       "29          29  29.0      9.4                美国 / 英国   \n",
       "30          30  30.0      9.0                     美国   \n",
       "31          31  31.0      8.7                     美国   \n",
       "32          32  32.0      9.0            中国香港 / 中国大陆   \n",
       "33          33  33.0      9.3           法国 / 瑞士 / 德国   \n",
       "34          34  34.0      8.3                     印度   \n",
       "35          35  35.0      9.0               美国 / 加拿大   \n",
       "36          36  36.0      9.3                     美国   \n",
       "37          37  37.0      8.6                   中国香港   \n",
       "38          38  38.0      8.2                     美国   \n",
       "39          39  39.0      7.1                     日本   \n",
       "40          40  40.0      9.2                   中国香港   \n",
       "41          41  41.0      9.5                    意大利   \n",
       "42          42  42.0      9.0                美国 / 英国   \n",
       "43          43  43.0      8.8                    西班牙   \n",
       "44          44  44.0      6.6                   中国大陆   \n",
       "45          45  45.0      8.6            中国大陆 / 中国香港   \n",
       "46          46  46.0      8.7                美国 / 英国   \n",
       "48          48  48.0      9.1                     日本   \n",
       "49          49  49.0      6.7                   中国大陆   \n",
       "50          50  50.0      6.5                     韩国   \n",
       "51          51  51.0      8.3            中国大陆 / 中国香港   \n",
       "52          52  52.0      8.5                     美国   \n",
       "53          53  53.0      7.7                   中国大陆   \n",
       "54          54  54.0      8.7               美国 / 加拿大   \n",
       "55          55  55.0      7.7                   中国大陆   \n",
       "56          56  56.0      7.7                   中国大陆   \n",
       "57          57  57.0      8.6                美国 / 法国   \n",
       "58          58  58.0      9.1   美国 / 中国台湾 / 英国 / 加拿大   \n",
       "\n",
       "                             genre                               language  \\\n",
       "0                     ['剧情', '犯罪']                                     英语   \n",
       "1               ['喜剧', '动画', '冒险']                               英语 / 挪威语   \n",
       "2                     ['剧情', '爱情']                                     英语   \n",
       "3                     ['剧情', '喜剧']                 汉语普通话 / 英语 / 上海话 / 印地语   \n",
       "4               ['剧情', '动画', '奇幻']                                     日语   \n",
       "5               ['剧情', '喜剧', '传记']                    英语 / 意大利语 / 俄语 / 德语   \n",
       "6               ['剧情', '爱情', '灾难']                    英语 / 意大利语 / 德语 / 俄语   \n",
       "7         ['剧情', '喜剧', '动画', '奇幻']                                  汉语普通话   \n",
       "8         ['喜剧', '动画', '音乐', '奇幻']                              英语 / 西班牙语   \n",
       "9               ['剧情', '爱情', '犯罪']                                  汉语普通话   \n",
       "10        ['剧情', '家庭', '传记', '运动']                                    印地语   \n",
       "11              ['剧情', '动作', '犯罪']                         英语 / 意大利语 / 法语   \n",
       "12              ['剧情', '爱情', '同性']                                  汉语普通话   \n",
       "13              ['剧情', '喜剧', '爱情']                                     英语   \n",
       "14        ['剧情', '喜剧', '爱情', '歌舞']                        印地语 / 乌尔都语 / 英语   \n",
       "15              ['剧情', '爱情', '动画']                                     日语   \n",
       "16        ['剧情', '科幻', '悬疑', '冒险']                           英语 / 日语 / 法语   \n",
       "17                    ['剧情', '科幻']                                     英语   \n",
       "18              ['科幻', '冒险', '灾难']   汉语普通话 / 英语 / 俄语 / 法语 / 日语 / 韩语 / 印尼语   \n",
       "19                    ['剧情', '音乐']                         英语 / 法语 / 意大利语   \n",
       "20        ['剧情', '喜剧', '动作', '西部']                      汉语普通话 / 四川话 / 山西话   \n",
       "21                          ['剧情']                                  汉语普通话   \n",
       "22        ['喜剧', '爱情', '奇幻', '古装']                             粤语 / 汉语普通话   \n",
       "23              ['动作', '惊悚', '灾难']                                     韩语   \n",
       "24              ['剧情', '家庭', '传记']                                英语 / 粤语   \n",
       "25              ['剧情', '科幻', '冒险']                                     英语   \n",
       "26              ['动画', '奇幻', '冒险']                                     日语   \n",
       "27                    ['剧情', '喜剧']                                韩语 / 英语   \n",
       "28                          ['剧情']                           阿拉伯语 / 阿姆哈拉语   \n",
       "29                          ['剧情']                                英语 / 日语   \n",
       "30        ['剧情', '喜剧', '动画', '冒险']                                     英语   \n",
       "31              ['动作', '科幻', '冒险']                        英语 / 日语 / 汉语普通话   \n",
       "32        ['喜剧', '爱情', '奇幻', '古装']                             粤语 / 汉语普通话   \n",
       "33                    ['剧情', '音乐']                                     法语   \n",
       "34        ['喜剧', '悬疑', '惊悚', '犯罪']                               印地语 / 英语   \n",
       "35              ['剧情', '传记', '犯罪']                                英语 / 法语   \n",
       "36              ['科幻', '动画', '冒险']                                     英语   \n",
       "37              ['喜剧', '爱情', '古装']                                     粤语   \n",
       "38        ['剧情', '喜剧', '悬疑', '犯罪']                              英语 / 西班牙语   \n",
       "39              ['爱情', '动画', '奇幻']                                     日语   \n",
       "40              ['剧情', '悬疑', '犯罪']                                     粤语   \n",
       "41        ['剧情', '喜剧', '爱情', '战争']                         意大利语 / 德语 / 英语   \n",
       "42                    ['奇幻', '冒险']                                     英语   \n",
       "43        ['剧情', '悬疑', '惊悚', '犯罪']                                   西班牙语   \n",
       "44                          ['喜剧']                                  汉语普通话   \n",
       "45        ['喜剧', '动作', '犯罪', '奇幻']                        粤语 / 汉语普通话 / 手语   \n",
       "46              ['动作', '科幻', '冒险']                              英语 / 西班牙语   \n",
       "48              ['动画', '奇幻', '冒险']                                     日语   \n",
       "49              ['喜剧', '动作', '悬疑']                                  汉语普通话   \n",
       "50                    ['悬疑', '惊悚']                                     韩语   \n",
       "51                    ['动作', '战争']          汉语普通话 / 阿拉伯语 / 英语 / 索马里语 / 粤语   \n",
       "52  ['剧情', '动作', '科幻', '奇幻', '冒险']                          英语 / 日语 / 科萨语   \n",
       "53              ['剧情', '悬疑', '犯罪']                                  汉语普通话   \n",
       "54              ['剧情', '惊悚', '犯罪']                                     英语   \n",
       "55                    ['喜剧', '爱情']                                  汉语普通话   \n",
       "56                    ['喜剧', '爱情']                                  汉语普通话   \n",
       "57              ['喜剧', '动画', '冒险']                                     英语   \n",
       "58              ['剧情', '奇幻', '冒险']      英语 / 泰米尔语 / 法语 / 日语 / 印地语 / 汉语普通话   \n",
       "\n",
       "   release_date                                            title    votes  \\\n",
       "0    1994-09-10                  肖申克的救赎 The Shawshank Redemption  2083437   \n",
       "1    2016-03-04                                   疯狂动物城 Zootopia  1321807   \n",
       "2    1994-06-23                                阿甘正传 Forrest Gump  1573820   \n",
       "3    2018-07-05                                            我不是药神  1529042   \n",
       "4    2019-06-21                                    千与千寻 千と千尋の神隠し  1636148   \n",
       "5    2019-03-01                                   绿皮书 Green Book  1109388   \n",
       "6    1998-04-03                                    泰坦尼克号 Titanic  1527182   \n",
       "7    2019-07-26                                          哪吒之魔童降世  1455810   \n",
       "8    2017-11-24                                       寻梦环游记 Coco  1103020   \n",
       "9    2019-10-25                                             少年的你  1088622   \n",
       "10   2017-05-05                                    摔跤吧！爸爸 Dangal  1144149   \n",
       "11   1994-09-14                                     这个杀手不太冷 Léon  1764129   \n",
       "12   1993-01-01                                             霸王别姬  1545027   \n",
       "13   2010-07-26                                     怦然心动 Flipped  1301037   \n",
       "14   2011-12-08                                 三傻大闹宝莱坞 3 Idiots  1394830   \n",
       "15   2016-12-02                                      你的名字。 君の名は。  1004620   \n",
       "16   2010-09-01                                   盗梦空间 Inception  1502607   \n",
       "17   1998-06-05                            楚门的世界 The Truman Show  1125857   \n",
       "18   2019-02-05                                             流浪地球  1550959   \n",
       "19   2019-11-15       海上钢琴师 La leggenda del pianista sull'oceano  1253150   \n",
       "20   2010-12-16                                             让子弹飞  1174344   \n",
       "21   2019-09-30                                           我和我的祖国   756660   \n",
       "22   1995-02-04                            大话西游之大圣娶亲 西遊記大結局之仙履奇緣  1103600   \n",
       "23   2016-05-13                                          釜山行 부산행   826213   \n",
       "24   2008-01-17                  当幸福来敲门 The Pursuit of Happyness  1115251   \n",
       "25   2014-11-12                                星际穿越 Interstellar  1125867   \n",
       "26   2018-12-14                                       龙猫 となりのトトロ   932245   \n",
       "27   2019-05-21                                          寄生虫 기생충   989787   \n",
       "28   2019-04-29                                    何以为家 كفرناحوم   680954   \n",
       "29   2009-06-13                      忠犬八公的故事 Hachi: A Dog's Tale  1045718   \n",
       "30   2009-08-04                                         飞屋环游记 Up   977714   \n",
       "31   2018-03-30                            头号玩家 Ready Player One  1030529   \n",
       "32   1995-01-21                         大话西游之月光宝盒 西遊記第壹佰零壹回之月光寶盒   882986   \n",
       "33   2004-10-16                             放牛班的春天 Les choristes   970367   \n",
       "34   2019-04-03                                    调音师 Andhadhun   689604   \n",
       "35   2003-04-11                         猫鼠游戏 Catch Me If You Can   591339   \n",
       "36   2008-06-27                                    机器人总动员 WALL·E   988477   \n",
       "37   1993-07-01                                    唐伯虎点秋香 唐伯虎點秋香   742723   \n",
       "38   2019-11-29                                  利刃出鞘 Knives Out   540092   \n",
       "39   2019-11-01                                        天气之子 天気の子   205210   \n",
       "40   2002-12-12                                          无间道 無間道   900788   \n",
       "41   2020-01-03                             美丽人生 La vita è bella   985715   \n",
       "42   2002-01-26  哈利·波特与魔法石 Harry Potter and the Sorcerer's Stone   687818   \n",
       "43   2017-09-15                              看不见的客人 Contratiempo   853223   \n",
       "44   2018-07-27                                            西虹市首富   794773   \n",
       "45   2004-12-23                                               功夫   693383   \n",
       "46   2010-01-04                                       阿凡达 Avatar   968179   \n",
       "48   2004-09-05                                  哈尔的移动城堡 ハウルの動く城   715324   \n",
       "49   2018-02-16                                           唐人街探案2   706605   \n",
       "50   2020-06-04                                          侵入者 침입자    16087   \n",
       "51   2018-02-16                                             红海行动   822539   \n",
       "52   2019-04-24                    复仇者联盟4：终局之战 Avengers: Endgame   856393   \n",
       "53   2019-12-13                                               误杀   573080   \n",
       "54   2019-08-31                                         小丑 Joker   723747   \n",
       "55   2015-09-30                                            夏洛特烦恼   675832   \n",
       "56   2015-09-30                                            夏洛特烦恼   675832   \n",
       "57   2010-06-20                               神偷奶爸 Despicable Me   716699   \n",
       "58   2012-11-22                              少年派的奇幻漂流 Life of Pi  1044292   \n",
       "\n",
       "      产地  \n",
       "0     美国  \n",
       "1     美国  \n",
       "2     美国  \n",
       "3   中国大陆  \n",
       "4     日本  \n",
       "5     美国  \n",
       "6     美国  \n",
       "7   中国大陆  \n",
       "8     美国  \n",
       "9   中国大陆  \n",
       "10    印度  \n",
       "11    法国  \n",
       "12  中国大陆  \n",
       "13    美国  \n",
       "14    印度  \n",
       "15    日本  \n",
       "16    美国  \n",
       "17    美国  \n",
       "18  中国大陆  \n",
       "19   意大利  \n",
       "20  中国大陆  \n",
       "21  中国大陆  \n",
       "22  中国香港  \n",
       "23    韩国  \n",
       "24    美国  \n",
       "25    美国  \n",
       "26    日本  \n",
       "27    韩国  \n",
       "28   黎巴嫩  \n",
       "29    美国  \n",
       "30    美国  \n",
       "31    美国  \n",
       "32  中国香港  \n",
       "33    法国  \n",
       "34    印度  \n",
       "35    美国  \n",
       "36    美国  \n",
       "37  中国香港  \n",
       "38    美国  \n",
       "39    日本  \n",
       "40  中国香港  \n",
       "41   意大利  \n",
       "42    美国  \n",
       "43   西班牙  \n",
       "44  中国大陆  \n",
       "45  中国大陆  \n",
       "46    美国  \n",
       "48    日本  \n",
       "49  中国大陆  \n",
       "50    韩国  \n",
       "51  中国大陆  \n",
       "52    美国  \n",
       "53  中国大陆  \n",
       "54    美国  \n",
       "55  中国大陆  \n",
       "56  中国大陆  \n",
       "57    美国  \n",
       "58    美国  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dropna().astype({\"votes\":\"int\"})\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.8.10 64-bit",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "09738f47427dba2c99ec68f9759744be2c477c434791ae3d2ff19909b29a18a8"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
